Set/Get variable nodes for Image, Mask, Latent, Conditioning, Model, CLIP, VAE, String, Int, Float, and Any types.
487 lines
14 KiB
Python
487 lines
14 KiB
Python
"""
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Simple Variables - Set and Get nodes for storing/retrieving data by name
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Supports: Image, Mask, Latent, Conditioning, Model, CLIP, VAE, String, Int, Float, Any
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"""
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# Global storage for variables
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_variable_storage = {}
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# ============== IMAGE ==============
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class SetImageVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"required": {
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"image": ("IMAGE",),
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"variable_name": ("STRING", {"default": "my_image"}),
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}
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}
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RETURN_TYPES = ("IMAGE",)
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RETURN_NAMES = ("image",)
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FUNCTION = "set_var"
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CATEGORY = "variables/image"
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def set_var(self, image, variable_name):
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_variable_storage[variable_name] = image
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return (image,)
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class GetImageVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {"required": {"variable_name": ("STRING", {"default": "my_image"})}}
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RETURN_TYPES = ("IMAGE",)
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RETURN_NAMES = ("image",)
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FUNCTION = "get_var"
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CATEGORY = "variables/image"
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def get_var(self, variable_name):
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if variable_name in _variable_storage:
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return (_variable_storage[variable_name],)
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raise ValueError(f"Variable '{variable_name}' not found")
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# ============== MASK ==============
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class SetMaskVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"required": {
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"mask": ("MASK",),
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"variable_name": ("STRING", {"default": "my_mask"}),
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}
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}
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RETURN_TYPES = ("MASK",)
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RETURN_NAMES = ("mask",)
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FUNCTION = "set_var"
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CATEGORY = "variables/mask"
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def set_var(self, mask, variable_name):
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_variable_storage[variable_name] = mask
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return (mask,)
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class GetMaskVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {"required": {"variable_name": ("STRING", {"default": "my_mask"})}}
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RETURN_TYPES = ("MASK",)
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RETURN_NAMES = ("mask",)
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FUNCTION = "get_var"
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CATEGORY = "variables/mask"
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def get_var(self, variable_name):
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if variable_name in _variable_storage:
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return (_variable_storage[variable_name],)
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raise ValueError(f"Variable '{variable_name}' not found")
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# ============== LATENT ==============
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class SetLatentVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"required": {
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"latent": ("LATENT",),
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"variable_name": ("STRING", {"default": "my_latent"}),
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}
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}
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RETURN_TYPES = ("LATENT",)
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RETURN_NAMES = ("latent",)
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FUNCTION = "set_var"
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CATEGORY = "variables/latent"
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def set_var(self, latent, variable_name):
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_variable_storage[variable_name] = latent
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return (latent,)
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class GetLatentVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {"required": {"variable_name": ("STRING", {"default": "my_latent"})}}
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RETURN_TYPES = ("LATENT",)
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RETURN_NAMES = ("latent",)
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FUNCTION = "get_var"
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CATEGORY = "variables/latent"
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def get_var(self, variable_name):
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if variable_name in _variable_storage:
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return (_variable_storage[variable_name],)
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raise ValueError(f"Variable '{variable_name}' not found")
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# ============== CONDITIONING ==============
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class SetConditioningVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"required": {
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"conditioning": ("CONDITIONING",),
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"variable_name": ("STRING", {"default": "my_cond"}),
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}
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}
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RETURN_TYPES = ("CONDITIONING",)
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RETURN_NAMES = ("conditioning",)
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FUNCTION = "set_var"
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CATEGORY = "variables/conditioning"
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def set_var(self, conditioning, variable_name):
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_variable_storage[variable_name] = conditioning
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return (conditioning,)
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class GetConditioningVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {"required": {"variable_name": ("STRING", {"default": "my_cond"})}}
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RETURN_TYPES = ("CONDITIONING",)
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RETURN_NAMES = ("conditioning",)
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FUNCTION = "get_var"
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CATEGORY = "variables/conditioning"
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def get_var(self, variable_name):
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if variable_name in _variable_storage:
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return (_variable_storage[variable_name],)
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raise ValueError(f"Variable '{variable_name}' not found")
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# ============== MODEL ==============
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class SetModelVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"required": {
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"model": ("MODEL",),
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"variable_name": ("STRING", {"default": "my_model"}),
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}
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}
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RETURN_TYPES = ("MODEL",)
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RETURN_NAMES = ("model",)
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FUNCTION = "set_var"
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CATEGORY = "variables/model"
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def set_var(self, model, variable_name):
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_variable_storage[variable_name] = model
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return (model,)
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class GetModelVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {"required": {"variable_name": ("STRING", {"default": "my_model"})}}
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RETURN_TYPES = ("MODEL",)
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RETURN_NAMES = ("model",)
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FUNCTION = "get_var"
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CATEGORY = "variables/model"
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def get_var(self, variable_name):
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if variable_name in _variable_storage:
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return (_variable_storage[variable_name],)
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raise ValueError(f"Variable '{variable_name}' not found")
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# ============== CLIP ==============
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class SetClipVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"required": {
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"clip": ("CLIP",),
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"variable_name": ("STRING", {"default": "my_clip"}),
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}
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}
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RETURN_TYPES = ("CLIP",)
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RETURN_NAMES = ("clip",)
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FUNCTION = "set_var"
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CATEGORY = "variables/clip"
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def set_var(self, clip, variable_name):
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_variable_storage[variable_name] = clip
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return (clip,)
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class GetClipVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {"required": {"variable_name": ("STRING", {"default": "my_clip"})}}
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RETURN_TYPES = ("CLIP",)
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RETURN_NAMES = ("clip",)
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FUNCTION = "get_var"
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CATEGORY = "variables/clip"
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def get_var(self, variable_name):
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if variable_name in _variable_storage:
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return (_variable_storage[variable_name],)
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raise ValueError(f"Variable '{variable_name}' not found")
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# ============== VAE ==============
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class SetVaeVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"required": {
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"vae": ("VAE",),
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"variable_name": ("STRING", {"default": "my_vae"}),
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}
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}
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RETURN_TYPES = ("VAE",)
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RETURN_NAMES = ("vae",)
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FUNCTION = "set_var"
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CATEGORY = "variables/vae"
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def set_var(self, vae, variable_name):
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_variable_storage[variable_name] = vae
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return (vae,)
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class GetVaeVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {"required": {"variable_name": ("STRING", {"default": "my_vae"})}}
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RETURN_TYPES = ("VAE",)
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RETURN_NAMES = ("vae",)
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FUNCTION = "get_var"
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CATEGORY = "variables/vae"
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def get_var(self, variable_name):
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if variable_name in _variable_storage:
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return (_variable_storage[variable_name],)
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raise ValueError(f"Variable '{variable_name}' not found")
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# ============== STRING ==============
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class SetStringVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"required": {
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"string": ("STRING", {"forceInput": True}),
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"variable_name": ("STRING", {"default": "my_string"}),
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}
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}
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RETURN_TYPES = ("STRING",)
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RETURN_NAMES = ("string",)
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FUNCTION = "set_var"
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CATEGORY = "variables/primitive"
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def set_var(self, string, variable_name):
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_variable_storage[variable_name] = string
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return (string,)
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class GetStringVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {"required": {"variable_name": ("STRING", {"default": "my_string"})}}
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RETURN_TYPES = ("STRING",)
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RETURN_NAMES = ("string",)
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FUNCTION = "get_var"
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CATEGORY = "variables/primitive"
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def get_var(self, variable_name):
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if variable_name in _variable_storage:
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return (_variable_storage[variable_name],)
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raise ValueError(f"Variable '{variable_name}' not found")
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# ============== INT ==============
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class SetIntVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"required": {
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"value": ("INT", {"forceInput": True}),
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"variable_name": ("STRING", {"default": "my_int"}),
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}
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}
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RETURN_TYPES = ("INT",)
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RETURN_NAMES = ("value",)
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FUNCTION = "set_var"
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CATEGORY = "variables/primitive"
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def set_var(self, value, variable_name):
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_variable_storage[variable_name] = value
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return (value,)
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class GetIntVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {"required": {"variable_name": ("STRING", {"default": "my_int"})}}
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RETURN_TYPES = ("INT",)
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RETURN_NAMES = ("value",)
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FUNCTION = "get_var"
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CATEGORY = "variables/primitive"
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def get_var(self, variable_name):
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if variable_name in _variable_storage:
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return (_variable_storage[variable_name],)
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raise ValueError(f"Variable '{variable_name}' not found")
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# ============== FLOAT ==============
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class SetFloatVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"required": {
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"value": ("FLOAT", {"forceInput": True}),
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"variable_name": ("STRING", {"default": "my_float"}),
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}
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}
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RETURN_TYPES = ("FLOAT",)
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RETURN_NAMES = ("value",)
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FUNCTION = "set_var"
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CATEGORY = "variables/primitive"
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def set_var(self, value, variable_name):
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_variable_storage[variable_name] = value
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return (value,)
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class GetFloatVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {"required": {"variable_name": ("STRING", {"default": "my_float"})}}
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RETURN_TYPES = ("FLOAT",)
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RETURN_NAMES = ("value",)
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FUNCTION = "get_var"
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CATEGORY = "variables/primitive"
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def get_var(self, variable_name):
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if variable_name in _variable_storage:
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return (_variable_storage[variable_name],)
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raise ValueError(f"Variable '{variable_name}' not found")
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# ============== ANY (Universal) ==============
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class SetAnyVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"required": {
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"variable_name": ("STRING", {"default": "my_var"}),
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},
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"optional": {
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"any": ("*",),
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}
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}
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RETURN_TYPES = ("*",)
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RETURN_NAMES = ("any",)
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FUNCTION = "set_var"
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CATEGORY = "variables"
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def set_var(self, variable_name, any=None):
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_variable_storage[variable_name] = any
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return (any,)
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class GetAnyVariable:
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@classmethod
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def INPUT_TYPES(cls):
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return {"required": {"variable_name": ("STRING", {"default": "my_var"})}}
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RETURN_TYPES = ("*",)
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RETURN_NAMES = ("any",)
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FUNCTION = "get_var"
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CATEGORY = "variables"
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def get_var(self, variable_name):
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if variable_name in _variable_storage:
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return (_variable_storage[variable_name],)
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raise ValueError(f"Variable '{variable_name}' not found. Available: {list(_variable_storage.keys())}")
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# ============== LIST VARIABLES ==============
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class ListVariables:
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@classmethod
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def INPUT_TYPES(cls):
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return {"required": {}}
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RETURN_TYPES = ("STRING",)
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RETURN_NAMES = ("variable_list",)
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FUNCTION = "list_vars"
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CATEGORY = "variables"
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def list_vars(self):
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var_list = "\n".join([f"{k}: {type(v).__name__}" for k, v in _variable_storage.items()])
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return (var_list if var_list else "(no variables set)",)
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NODE_CLASS_MAPPINGS = {
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# Image
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"SetImageVariable": SetImageVariable,
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"GetImageVariable": GetImageVariable,
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# Mask
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"SetMaskVariable": SetMaskVariable,
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"GetMaskVariable": GetMaskVariable,
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# Latent
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"SetLatentVariable": SetLatentVariable,
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"GetLatentVariable": GetLatentVariable,
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# Conditioning
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"SetConditioningVariable": SetConditioningVariable,
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"GetConditioningVariable": GetConditioningVariable,
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# Model
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"SetModelVariable": SetModelVariable,
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"GetModelVariable": GetModelVariable,
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# CLIP
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"SetClipVariable": SetClipVariable,
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"GetClipVariable": GetClipVariable,
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# VAE
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"SetVaeVariable": SetVaeVariable,
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"GetVaeVariable": GetVaeVariable,
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# String
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"SetStringVariable": SetStringVariable,
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"GetStringVariable": GetStringVariable,
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# Int
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"SetIntVariable": SetIntVariable,
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"GetIntVariable": GetIntVariable,
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# Float
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"SetFloatVariable": SetFloatVariable,
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"GetFloatVariable": GetFloatVariable,
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# Any
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"SetAnyVariable": SetAnyVariable,
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"GetAnyVariable": GetAnyVariable,
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# Utility
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"ListVariables": ListVariables,
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}
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NODE_DISPLAY_NAME_MAPPINGS = {
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# Image
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"SetImageVariable": "Set Image Variable",
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"GetImageVariable": "Get Image Variable",
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# Mask
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"SetMaskVariable": "Set Mask Variable",
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"GetMaskVariable": "Get Mask Variable",
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# Latent
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"SetLatentVariable": "Set Latent Variable",
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"GetLatentVariable": "Get Latent Variable",
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# Conditioning
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"SetConditioningVariable": "Set Conditioning Variable",
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"GetConditioningVariable": "Get Conditioning Variable",
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# Model
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"SetModelVariable": "Set Model Variable",
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"GetModelVariable": "Get Model Variable",
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# CLIP
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"SetClipVariable": "Set CLIP Variable",
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"GetClipVariable": "Get CLIP Variable",
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# VAE
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"SetVaeVariable": "Set VAE Variable",
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"GetVaeVariable": "Get VAE Variable",
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# String
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"SetStringVariable": "Set String Variable",
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"GetStringVariable": "Get String Variable",
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# Int
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"SetIntVariable": "Set Int Variable",
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"GetIntVariable": "Get Int Variable",
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# Float
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"SetFloatVariable": "Set Float Variable",
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"GetFloatVariable": "Get Float Variable",
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# Any
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"SetAnyVariable": "Set Any Variable",
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"GetAnyVariable": "Get Any Variable",
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# Utility
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"ListVariables": "List All Variables",
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}
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